{"id":"W4407864738","doi":"10.35493/medu.45.42","title":"Magic Microbiota: Engineered Cutibacterium acnes","year":2024,"lang":"en","type":"article","venue":"The Meducator","topic":"Microbial Metabolism and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"MAGIC (telescope); Biology; Medicine; Microbiology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001513122,0.0006220052,0.0002819007,0.0003173063,0.0001502964,0.0005294414,0.0003233449,0.0002704732,0.001509849],"category_scores_gemma":[0.0001440412,0.0001345774,0.0001772741,0.0002135391,0.0002020181,0.000225012,0.0006691916,0.0006825309,0.0003823697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002880111,"about_ca_system_score_gemma":0.0002061972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006486319,"about_ca_topic_score_gemma":0.0008246546,"domain_scores_codex":[0.999849,0.00001542122,0.000009607783,0.00003581226,0.00006153519,0.00002862113],"domain_scores_gemma":[0.9998935,0.00001321488,0.00003127493,0.00001316713,0.000009852587,0.00003897722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004876674,0.00001953676,0.00008000954,0.00001868389,0.000002112976,0.00002011707,0.000006943553,0.00004457093,0.9979405,0.0001717639,0.00002041048,0.00162661],"study_design_scores_gemma":[0.00001360642,0.0001929638,0.0008005004,0.000006556985,0.00001076036,0.00008500715,0.00002650496,0.0006380381,0.9951451,0.00007187446,0.003004377,0.000004579422],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817777,0.0006733981,0.01279403,0.0002346342,0.0001309967,0.00007167947,0.0005122591,0.0005307996,0.003274537],"genre_scores_gemma":[0.9791594,0.0004275531,0.01245701,0.00005655039,0.00001324483,0.00004479729,0.0003591942,0.0001064346,0.007375977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001509849,"threshold_uncertainty_score":0.005050957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005399983091658091,"score_gpt":0.2409114304247941,"score_spread":0.235511447333136,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}